ZIP-as-proxy = redlining pattern — AI screening in DOJ crosshairs
—CPRA automated decision-making + AB 5 spillover
Regulatory exposure — commonly overlooked:
Adverse action notice requires what data AI used — receipt IS the notice infrastructure. · CPRA ADM opt-out requires proof of what automated system decided — receipt is opt-out infrastructure.
TAM / Exposure
44M US renter households · algorithmic screening litigation
Insurance lines
Landlord liability · Fair housing E&O
Exhibit authority
California CPRA ADM Pack — FCRA §615 + Fair Housing AI Screening Pack
Global leaders
HUD · RealPage (litigation) · AppFolio · Zillow · DOJ Civil Rights · CPPA · CA AG · Silicon Valley insurers
RealPage ripple
Property mgmt AI pricing/screening consolidated — systemic fair housing exposure.
FCRA 30-day clock
Adverse action without specific factors = automatic statutory damages pattern.
Insurance bind
Landlord policies increasingly ask if AI screening used — silent = E&O for broker.
[California] Trial bar capital
California plaintiffs bar most aggressive on AI — independent verify changes settlement calculus.
[California] Tech HQ effect
Every global platform's AI policy tested first in California courts.
[Text / Chat] Modality hook
Baseline — all frameworks apply to text decisions.
7 mandate layers (live)
Regulatory ClockCountdown to operative regulatory deadline — NAIC adoption, GSE mandate, EU transposition.Open →
Domain ClassifierIndustry-specific SAFE/CRISIS/VIOLATION with regulatory framework mapping.Open →
Exhibit / Filing PackRegulator-ready external validation — NAIC Exhibit D, Fannie QC, EU FRIA, FDA Part 11.Open →
Mandate RegistryEnroll deployers/insureds under vertical-specific governance mandate.Open →